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Joint Design of Training and Hardware Towards Efficient and Accuracy-Scalable Neural Network Inference 期刊论文
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2018, 卷号: 8, 期号: 4, 页码: 810-821
作者:  He, Xin;  Lu, Wenyan;  Yan, Guihai;  Zhang, Xuan
收藏  |  浏览/下载:237/0  |  提交时间:2019/04/03
Approximate computing  neural network accelerator  hardware-oriented training  sensitivity analysis  energy efficient architecture  near threshold voltage  approximate multiplier  
Wide Operational Range Processor Power Delivery Design for Both Super-Threshold Voltage and Near-Threshold Voltage Computing 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2016, 卷号: 31, 期号: 2, 页码: 253-266
作者:  He, Xin;  Yan, Gui-Hai;  Han, Yin-He;  Li, Xiao-Wei
收藏  |  浏览/下载:61/0  |  提交时间:2019/12/13
voltage regulator  power delivery  near-threshold computing  multicore processor  
VANUCA: Enabling Near-Threshold Voltage Operation in Large-Capacity Cache 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2016, 卷号: 24, 期号: 3, 页码: 858-870
作者:  Wang, Ying;  Han, Yinhe;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/13
Cache design  fault tolerant  multi-V-dd  near-threshold voltage (NTV)  nonuniform cache access (NUCA)